汇丰软件 · Group Data Technology

Consultant Specialist: 0000LGG7

薪资面议  /  广州

2025-06-26 更新

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职位属性

招聘类型:社招
工作性质:全职

职位描述

Design and Build Data Processing Systems:

  • Collaborate with cross-functional teams to understand data requirements and design efficient data pipelines.
  • Implement data ingestion, transformation, and enrichment processes using GCP services (such as BigQuery, Dataflow, and Pub/Sub).
  • Ensure scalability, reliability, and performance of data processing workflows.

Data Ingestion and Processing:

  • Collect and ingest data from various sources (both batch and real-time) into GCP.
  • Cleanse, validate, and transform raw data to ensure its quality and consistency.
  • Optimize data processing for speed and efficiency.

Data Storage and Management:

  • Choose appropriate storage solutions (e.g., Bigtable, Cloud Storage) based on data characteristics and access patterns.
  • Create and manage data warehouses, databases, and data lakes.
  • Define data retention policies and archival strategies.

Data Preparation for Analysis:

  • Prepare data for downstream analytics, reporting, and machine learning.
  • Collaborate with data scientists and analysts to understand their requirements.
  • Ensure data is accessible, well-organized, and properly documented.

Automation and Monitoring:

  • Automate data workflows using tools like Apache Airflow or Cloud Composer.
  • Monitor data pipelines, troubleshoot issues, and proactively address bottlenecks.
  • Implement alerting mechanisms for data anomalies.

Security and Compliance:

  • Apply security best practices to protect sensitive data.
  • Ensure compliance with industry regulations (e.g., GDPR, HIPAA) and internal policies.
  • Collaborate with security teams to address vulnerabilities.

Documentation and Knowledge Sharing:

  • Document data pipelines, architecture, and processes.
  • Share knowledge with team members through documentation, training sessions, and workshops.


任职条件

Education:

  • Bachelor’s degree in Computer Science, Information Systems, or a related field.

Experience:

  • Minimum of 3 years of industry experience, including at least 1 year designing and managing solutions using Google Cloud.
  • Familiarity with GCP services (BigQuery, Dataflow, Pub/Sub, etc.) and related technologies.
  • Experience with data modeling, ETL processes, and data warehousing, SQL
  • Previous work in highly regulated or complex organizations is a plus.

Skills:

  • Proficiency in Python for data manipulation and scripting.
  • Knowledge of Terraform for infrastructure as code (IaC).
  • Familiarity with Jenkins for continuous integration and deployment.
  • Understanding of event streaming platforms (e.g., Kafka, Google Cloud Pub/Sub).
  • Strong problem-solving skills and attention to detail.

Benefits:

  • Competitive salary and benefits package.
  • Opportunity to work in a dynamic, collaborative environment.
  • Chance to contribute to cutting-edge projects using Google Cloud technologies.

If you’re passionate about data engineering, thrive in a fast-paced environment, and want to make an impact, we encourage you to apply!

职位要求

  • 外语要求:英语

公司福利

  • 五险一金
  • 带薪年假
  • 定期体检
  • 弹性工作
  • 管理规范